Representation Learning with Contrastive Predictive Coding

10 July 2018

Papers citing "Representation Learning with Contrastive Predictive Coding"

50 / 2,286 papers shown

Title
Informed Mixing -- Improving Open Set Recognition via Attribution-based Augmentation Jiawen Xu O. Kao Margret Keuper 14 0 0 19 May 2025
AdaDim: Dimensionality Adaptation for SSL Representational Dynamics Kiran Kokilepersaud Mohit Prabhushankar Ghassan AlRegib 2 0 0 18 May 2025
Model alignment using inter-modal bridges Ali Gholamzadeh Noor Sajid 2 0 0 18 May 2025
GlobalGeoTree: A Multi-Granular Vision-Language Dataset for Global Tree Species Classification Yang Mu Zhitong Xiong Yi Wang Muhammad Shahzad Franz Essl Mark van Kleunen Xiao Xiang Zhu VLM 2 0 0 18 May 2025
Multi-modal contrastive learning adapts to intrinsic dimensions of shared latent variables Yu Gui Cong Ma Zongming Ma SSL 21 0 0 18 May 2025
Exploring the Potential of SSL Models for Sound Event Detection Hanfang Cui Longfei Song Li Li Dongxing Xu Yanhua Long 7 0 0 17 May 2025
GeoMM: On Geodesic Perspective for Multi-modal Learning Shibin Mei Hang Wang Bingbing Ni 22 0 0 16 May 2025
FRET: Feature Redundancy Elimination for Test Time Adaptation Linjing You Jiabao Lu Xiayuan Huang Xiangli Nie 17 0 0 15 May 2025
MMRL++: Parameter-Efficient and Interaction-Aware Representation Learning for Vision-Language Models Yuncheng Guo Xiaodong Gu OffRL VLM 32 0 0 15 May 2025
Predicting butterfly species presence from satellite imagery using soft contrastive regularisation Thijs L van der Plas Stephen Law Michael JO Pocock 29 0 0 14 May 2025
InfoPO: On Mutual Information Maximization for Large Language Model Alignment Teng Xiao Zhen Ge Sujay Sanghavi Tian Wang Julian Katz-Samuels Marc Versage Qingjun Cui Trishul Chilimbi 31 0 0 13 May 2025
CheXLearner: Text-Guided Fine-Grained Representation Learning for Progression Detection Yanjie Wang Junwen Duan Xinyu Li Jianxin Wang MedIm 34 0 0 11 May 2025
X-Sim: Cross-Embodiment Learning via Real-to-Sim-to-Real Prithwish Dan Kushal Kedia Angela Chao Edward Weiyi Duan Maximus Adrian Pace Wei-Chiu Ma Sanjiban Choudhury 27 0 0 11 May 2025
A Vision-Language Foundation Model for Leaf Disease Identification Khang Nguyen Quoc Lan Le Thi Thu Luyl-Da Quach VLM 31 0 0 11 May 2025
Rethinking Graph Contrastive Learning through Relative Similarity Preservation Zhiyuan Ning Meng Xiao Ziyue Qiao Pengyang Wang Yuanchun Zhou 196 0 0 08 May 2025
OWT: A Foundational Organ-Wise Tokenization Framework for Medical Imaging Sifan Song Siyeop Yoon Pengfei Jin Sekeun Kim Matthew Tivnan ... Zhiliang Lyu Dufan Wu Ning Guo Xiang Li Quanzheng Li OOD ViT 64 0 0 08 May 2025
FLAM: Frame-Wise Language-Audio Modeling Yusong Wu Christos Tsirigotis Ke Chen Cheng-Zhi Anna Huang Rameswar Panda Oriol Nieto Prem Seetharaman Justin Salamon 50 0 0 08 May 2025
X-Transfer Attacks: Towards Super Transferable Adversarial Attacks on CLIP Hanxun Huang Sarah Monazam Erfani Yige Li Xingjun Ma James Bailey AAML 53 0 0 08 May 2025
QBR: A Question-Bank-Based Approach to Fine-Grained Legal Knowledge Retrieval for the General Public Mingruo Yuan Ben Kao Tien-Hsuan Wu AILaw 76 0 0 08 May 2025
A Tutorial on Discriminative Clustering and Mutual Information Louis Ohl Pierre-Alexandre Mattei F. Precioso 32 0 0 07 May 2025
SweRank: Software Issue Localization with Code Ranking R. Reddy Tarun Suresh JaeHyeok Doo Yong-Jin Liu Xuan-Phi Nguyen Yingbo Zhou Semih Yavuz Caiming Xiong Heng Ji Chenyu You 29 0 0 07 May 2025
Object-Shot Enhanced Grounding Network for Egocentric Video Yisen Feng Haoyu Zhang Meng Liu Weili Guan Liqiang Nie 41 0 0 07 May 2025
InfoNCE is a Free Lunch for Semantically guided Graph Contrastive Learning Zixu Wang Bingbing Xu Yige Yuan Huawei Shen Xueqi Cheng 34 0 0 07 May 2025
Merging and Disentangling Views in Visual Reinforcement Learning for Robotic Manipulation Abdulaziz Almuzairee Rohan Patil Dwait Bhatt Henrik I. Christensen 34 0 0 07 May 2025
GRAPE: Heterogeneous Graph Representation Learning for Genetic Perturbation with Coding and Non-Coding Biotype Changxi Chi Jun Xia Jingbo Zhou Jiabei Cheng Chang Yu Stan Z. Li 39 0 0 06 May 2025
seq-JEPA: Autoregressive Predictive Learning of Invariant-Equivariant World Models Hafez Ghaemi Eilif Muller Shahab Bakhtiari 54 0 0 06 May 2025
Robust Understanding of Human-Robot Social Interactions through Multimodal Distillation Tongfei Bian Mathieu Chollet T. Guha 31 0 0 06 May 2025
TeDA: Boosting Vision-Lanuage Models for Zero-Shot 3D Object Retrieval via Testing-time Distribution Alignment Zehao Wang Yang Zhou Jinhai Xiang Yanjie Wang Xinwei He VLM 47 0 0 05 May 2025
Handling Imbalanced Pseudolabels for Vision-Language Models with Concept Alignment and Confusion-Aware Calibrated Margin Yuchen Wang X. Bai X. Li Weili Guan Liqiang Nie Xinyang Chen VLM 49 0 0 04 May 2025
Parameter-Efficient Transformer Embeddings Henry Ndubuaku Mouad Talhi 29 0 0 04 May 2025
Lifelong Whole Slide Image Analysis: Online Vision-Language Adaptation and Past-to-Present Gradient Distillation Doanh C. Bui H. Pham Vu Trung Duong Le T. Vu Van Duy Tran Khang Phuoc-Quy Nguyen Y. Nakashima CLL MedIm 29 0 0 04 May 2025
Contextures: Representations from Contexts Runtian Zhai Kai Yang Che-Ping Tsai Burak Varici Zico Kolter Pradeep Ravikumar 166 0 0 02 May 2025
PREMISE: Matching-based Prediction for Accurate Review Recommendation Wei Han Hui Chen Soujanya Poria 52 0 0 02 May 2025
Any-to-Any Vision-Language Model for Multimodal X-ray Imaging and Radiological Report Generation Daniele Molino Francesco Di Feola Linlin Shen Paolo Soda V. Guarrasi MedIm LM&MA 67 0 0 02 May 2025
CAMELTrack: Context-Aware Multi-cue ExpLoitation for Online Multi-Object Tracking Vladimir Somers Baptiste Standaert Victor Joos Alexandre Alahi Christophe De Vleeschouwer VOT 57 0 0 02 May 2025
Implicit Neural-Representation Learning for Elastic Deformable-Object Manipulations Minseok Song JeongHo Ha Bonggyeong Park Daehyung Park 171 0 0 01 May 2025
Multimodal Masked Autoencoder Pre-training for 3D MRI-Based Brain Tumor Analysis with Missing Modalities Lucas Robinet Ahmad Berjaoui Elizabeth Cohen-Jonathan Moyal 26 0 0 01 May 2025
Recursive KL Divergence Optimization: A Dynamic Framework for Representation Learning Anthony D Martin 46 0 0 30 Apr 2025
TreeHop: Generate and Filter Next Query Embeddings Efficiently for Multi-hop Question Answering Zhonghao Li Kunpeng Zhang Jinghuai Ou Shuliang Liu Xuming Hu 67 0 0 28 Apr 2025
EcoWikiRS: Learning Ecological Representation of Satellite Images from Weak Supervision with Species Observations and Wikipedia Valerie Zermatten J. Castillo-Navarro Pallavi Jain D. Tuia Diego Marcos 62 0 0 28 Apr 2025
ClearVision: Leveraging CycleGAN and SigLIP-2 for Robust All-Weather Classification in Traffic Camera Imagery Anush Lakshman Sivaraman Kojo Adu-Gyamfi Ibne Farabi Shihab Anuj Sharma 27 0 0 28 Apr 2025
Mitigating Modality Bias in Multi-modal Entity Alignment from a Causal Perspective Taoyu Su Shuaiyi Nie Duohe Ma Xiaodong Li Juwei Yue Mengxiao Song Yingkai Tang Tingwen Liu 40 0 0 28 Apr 2025
Exploiting Inter-Sample Correlation and Intra-Sample Redundancy for Partially Relevant Video Retrieval Junlong Ren Gangjian Zhang Yitao Hu Jian Shu Haoran Wang 29 0 0 28 Apr 2025
AlphaFuse: Learn ID Embeddings for Sequential Recommendation in Null Space of Language Embeddings Guoqing Hu An Zhang Shuo Liu Zhibo Cai Xun Yang Xuben Wang 34 0 0 27 Apr 2025
Privacy-Preserving Federated Embedding Learning for Localized Retrieval-Augmented Generation Qianren Mao Qili Zhang Hanwen Hao Zhentao Han Runhua Xu ... Jing Chen Yangqiu Song Jin Dong Jianxin Li Philip S. Yu 76 1 0 27 Apr 2025
Relative Contrastive Learning for Sequential Recommendation with Similarity-based Positive Pair Selection Zhikai Wang Yanyan Shen Zexi Zhang Li He Yichun Li Hao Gu Yinghua Zhang 60 0 0 27 Apr 2025
Sketch2Anim: Towards Transferring Sketch Storyboards into 3D Animation Lei Zhong Chuan Guo Yiming Xie Jiawei Wang Changjian Li VGen 52 0 0 27 Apr 2025
Semantic-Aware Contrastive Fine-Tuning: Boosting Multimodal Malware Classification with Discriminative Embeddings Ivan Montoya Sanchez Shaswata Mitra Aritran Piplai Sudip Mittal 49 0 0 25 Apr 2025
Unsupervised Urban Land Use Mapping with Street View Contrastive Clustering and a Geographical Prior Lin Che Yizi Chen Tanhua Jin Martin Raubal Konrad Schindler Peter Kiefer 34 0 0 24 Apr 2025
Decoupled Global-Local Alignment for Improving Compositional Understanding Xiaoxing Hu Kaicheng Yang Jianmin Wang Haoran Xu Ziyong Feng Yansen Wang VLM 159 0 0 23 Apr 2025